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Bangla news classification and generation

License: MIT License

Jupyter Notebook 100.00%

bangla-news-rnn's Introduction

bangla-news-rnn

Bangla Newspaper Dataset

400k+ bangla news samples, 25+ categories https://www.kaggle.com/furcifer/bangla-newspaper-dataset

Source

Data collected from https://www.prothomalo.com/archive [Copyright owned by the actual source]

Inspiration

The dataset can be used for bangla text classification and generation experiments.

Todo

  • Starter Bidirectional LSTM (91% test accuracy)
  • Weight file https://bit.ly/30qHcxy (Trained with RTX-2080 Ti, tensorflow-gpu, keras)
  • Attention
  • BERT
  • XLNet
  • Starter Generative Model

bangla-news-rnn's People

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